Update README.md

README.md

@@ -17,8 +17,8 @@ The fine-tuning dataset is a subset of the self-labeled emotion dataset (Lykousa
 See the paper, [LEIA: Linguistic Embeddings for the Identification of Affect](https://doi.org/10.1140/epjds/s13688-023-00427-0) for further details. 
 
 ## Evaluation
-We evaluated LEIA-multilingual on Vent posts with self-annotated emotion labels identified as non-English using an ensemble of language identefication tools. 
-The table below shows the macro-F1 scores across emotion categories and languages:
+We evaluated LEIA-multilingual on posts with self-annotated emotion labels identified as non-English using an ensemble of language identification tools. 
+The table below shows the macro-F1 scores aggregated across emotion categories for each language: